Andrii Shalaginov

According to our database1, Andrii Shalaginov authored at least 19 papers between 2015 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Machine Learning Aided Static Malware Analysis: A Survey and Tutorial.
CoRR, 2018

Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness.
Appl. Soft Comput., 2017

A deep neuro-fuzzy method for multi-label malware classification and fuzzy rules extraction.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Evolutionary optimization of on-line multilayer perceptron for similarity-based access control.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Fuzzy Logic Model for Digital Forensics: A Trade-off between Accuracy, Complexity and Interpretability.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Dynamic feature-based expansion of fuzzy sets in Neuro-Fuzzy for proactive malware detection.
Proceedings of the 20th International Conference on Information Fusion, 2017

Cyber crime investigations in the era of big data.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Intelligent generation of fuzzy rules for network firewalls based on the analysis of large-scale network traffic dumps.
Int. J. Hybrid Intell. Syst., 2016

Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy.
Int. J. Hybrid Intell. Syst., 2016

Study of Soft Computing Methods for Large-Scale Multinomial Malware Types and Families Detection.
Proceedings of the Recent Developments and the New Direction in Soft-Computing Foundations and Applications, 2016

Automated intelligent multinomial classification of malware species using dynamic behavioural analysis.
Proceedings of the 14th Annual Conference on Privacy, Security and Trust, 2016

Cyber Security Risk Assessment of a DDoS Attack.
Proceedings of the Information Security - 19th International Conference, 2016

Soft Computing and Hybrid Intelligence for Decision Support in Forensics Science.
Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016

Understanding Neuro-Fuzzy on a class of multinomial malware detection problems.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Automated generation of fuzzy rules from large-scale network traffic analysis in digital forensics investigations.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications.
Proceedings of the Advances in Computational Intelligence, 2015

Towards Improvement of Multinomial Classification Accuracy of Neuro-Fuzzy for Digital Forensics Applications.
Proceedings of the Hybrid Intelligent Systems, 2015

A new method of fuzzy patches construction in Neuro-Fuzzy for malware detection.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Quantitative Risk, Statistical Methods and the Four Quadrants for Information Security.
Proceedings of the Risks and Security of Internet and Systems, 2015